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Automation Risk Analysis

Will “Molded Goods Spot Picker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Molded Goods Spot Picker” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Molded Goods Spot Picker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Notify supervisors or other personnel of production problems.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Analyze test data, making computations as necessary, to determine test results.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Collect or select samples for testing or for use as models.

  • Compute usable amounts of items in shipments.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Compute defect percentages or averages, using formulas and calculators.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Recommend necessary corrective actions, based on inspection results.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Position products, components, or parts for testing.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

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  • IBM Lotus Notes
  • Wilcox Associates PC-DMIS Inspection Planner
  • Cybermetrics GAGETrak
  • Extensible markup language XML
  • Microsoft Visio
  • Design of experiments DOE software
  • SAP software
  • Computer-aided inspection software
  • Microsoft Excel
  • Claude (Anthropic)
  • Verisurf Metrology
  • Database software
  • Tolerance analysis software
  • Data entry software
  • The MathWorks MATLAB
  • Dassault Systemes SolidWorks
  • Coordinate measuring machine software
  • Apache Pig
  • Siemens Industrial AI
  • Statistical process control SPC data collection devices
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  • Printed circuit board PCB testers
  • Continuity testers
  • Magnetic particle flaw detectors
  • Verisurf Master3DGage
  • Sorting machines
  • Bubble leak testers
  • Digital multimeters
  • Digital resistance thermometers
  • Resonance acceleration instruments
  • Hydraulic pumps
  • Beta gauges
  • Digital resistance meters
  • Height gauges
  • Depth gauges
  • In-circuit testers
  • Impact hammers
  • Sampling oscilloscopes
  • Overhead cranes
  • Capacitive acceleration instruments
  • Ammeters
  • Forklifts
  • Gloss meters
  • Frequency counters
  • Hydraulic lifts
  • Color spectrometers
  • Viscometers
  • Impact toughness testers
  • Pin gauges
  • Logic test systems
  • Industrial bench scales
  • Laser shearography flaw detectors
  • Backplane testers
  • Multimeters
  • Magnetic induction acceleration instruments
  • Frequency meters
  • Holographic interferometers
  • Laser thickness gauges
  • Power meters
  • Thread gauges
  • Creep and stress relaxation testers
  • Moisture meters
  • Ductility testers
  • Metallurgical microscopes
  • Direct current DC power testers
  • Tensile testers
  • Return loss calibrator RLC passive component testers
  • Radiographic flaw detectors
  • Calorimetric leak testers
  • Utrasonic flaw detectors
  • Personal computers
  • Accelerometers
  • Verisurf 3Dgage
  • Signal generators
  • Linear or mixed signal equipment
  • Manufacturing defect analyzers MDA
  • Piezoelectric acceleration instruments
  • Vibration and shaker systems
  • Optical gauges
  • Strain gauges
  • Null-balance acceleration instruments
  • Measuring microscopes
  • Penetrant flaw detectors
  • Coordinate measuring machines CMM
  • Calipers
  • Hardness testers
  • Plotters
  • Optical comparators
  • Eddy current flaw detectors
  • Mass flow leak testers
  • Fatigue testers
  • Shear testers
  • Digital voltmeters DVM
  • Pi tapes
  • Resistance meters
  • Function generators
  • Force transducers
  • Pulse generators
  • Bit error rate testers BERT
  • Hipot testers
  • Conductivity meters
  • Verisurf CMM Master
  • Eddy current probes
  • Micrometers
  • Plug gauges
  • Shock testers
  • Resistivity meters
  • Compression testers
  • Environmental chambers

Alternative Job Titles